Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700005136

The MH-36 locality cells most similar to this Beed cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 9 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.14

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810001482

distance 0.14 · cross-district

#2 · Beedcell 4700005445

distance 0.168

#3 · Nandedcell 4850004192

distance 0.171 · cross-district

#4 · Laturcell 4810003418

distance 0.183 · cross-district

#5 · Jalnacell 4790003618

distance 0.195 · cross-district

#6 · Dharashivcell 4880001505

distance 0.202 · cross-district

#7 · Dharashivcell 4880001415

distance 0.204 · cross-district

#8 · Parbhanicell 4890000350

distance 0.204 · cross-district

#9 · Washimcell 4990001644

distance 0.206 · cross-district

#10 · Laturcell 4810000949

distance 0.207 · cross-district

#11 · Dharashivcell 4880001943

distance 0.209 · cross-district

#12 · Jalnacell 4790000296

distance 0.21 · cross-district

#13 · Hingolicell 4770000247

distance 0.21 · cross-district

#14 · Washimcell 4990002615

distance 0.211 · cross-district

#15 · Laturcell 4810002841

distance 0.212 · cross-district

#16 · Beedcell 4700008083

distance 0.212

#17 · Kolhapurcell 4800004859

distance 0.213 · cross-district

#18 · Beedcell 4700006016

distance 0.214

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":470,"cluster_id":4700005136}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.